QEncode

Quantum Algorithm Benchmarking

The Standard for Quantum Algorithm Benchmarking.

Run standardized benchmarks. Compare algorithms. Reproduce results.

Quantum algorithm benchmarking is inconsistent.

Different studies use different configurations, making results hard to compare and reproduce. Without a standard, progress is difficult to measure.

QEncode provides

Standard Benchmark Suite

Fixed molecule, encoding, and ansatz configurations

Certified Results

Verified outputs with reproducibility guarantees

Leaderboard Rankings

Compare algorithms across accuracy and cost

Reproducible Datasets

Open data for every benchmark run

How it works

01

Install QEncode

Install CLI and benchmark tooling.

02

Run benchmark suite

Execute fixed, reproducible suite jobs.

03

Generate results

Produce certified-only leaderboard dataset.

04

Explore leaderboard

Compare mappings and ansatzes quickly.

$ pip install qencode

Example Leaderboard

H2
RankConfigurationError GapGate CountStatus
#1qenc-h2-jw-uccsd-v11.15e-0956
Verified
#2qenc-h2-parity-uccsd-v17.67e-091
Verified
#3qenc-h2-bk-uccsd-v11.44e-0838
Verified
#4qenc-h2-bk-hea-v12.24e-0312
Verified

Start benchmarking your algorithm today

Join the growing community of researchers using QEncode to standardize quantum algorithm evaluation.

Data is loaded from the public release dataset.